"""
    Script to use real-time inferencing with online endpoints
"""
from azml_03_realtime_inference import online_endpoint_name
from ml_client import create_or_load_ml_client


def main():
    # 1. Load a Workspace
    ml_client = create_or_load_ml_client()

    # 2. Get predictions
    output = ml_client.online_endpoints.invoke(
        endpoint_name=online_endpoint_name,
        deployment_name=online_endpoint_name,
        request_file="./diabetes_test_inference/request.json",
    )

    print(output)


if __name__ == "__main__":
    main()